MARS: Margin-Aware Reward-Modeling with Self-Refinement
Reward modeling is a core component of modern alignment pipelines including RLHF and RLAIF, underpinning policy optimization methods including PPO and TRPO.
Academic or research source. Check the methodology, sample size, and whether it's been replicated.
Reward modeling is a core component of modern alignment pipelines including RLHF and RLAIF, underpinning policy optimization methods including PPO and TRPO.
TLDR
Reward modeling is a core component of modern alignment pipelines including RLHF and RLAIF, underpinning policy optimization methods including PPO and TRPO.